Title :
e-RARE: Interactive Diagnostic Assistance for Rare Diseases through Dynamic Taxonomies
Author :
Sacco, Giovanni Maria
Author_Institution :
Dipt. di Inf., Univ. di Torino, Torino
Abstract :
A system for the computer-aided guided interactive diagnosis of rare diseases is presented. It is based on dynamic taxonomies, a knowledge management model that allows the guided interactive exploration of complex information bases. The problem of the diagnosis of pathologies is recasted as a problem of exploring and thinning out candidate pathologies on the basis of clinical signs and other observable features. Our early experience with this tool is discussed both in terms of advantages with respect to existing approaches, and in terms of extensions and improvements.
Keywords :
diseases; interactive systems; knowledge management; medical diagnostic computing; computer-aided guided interactive diagnosis; dynamic taxonomies; e-RARE; interactive diagnostic assistance; knowledge management; rare diseases; Artificial intelligence; Databases; Diseases; Guidelines; Information retrieval; Knowledge based systems; Knowledge management; Medical services; Pathology; Taxonomy; diagnostic systems; dynamic taxonomies; medical diagnosis;
Conference_Titel :
Database and Expert Systems Application, 2008. DEXA '08. 19th International Workshop on
Conference_Location :
Turin
Print_ISBN :
978-0-7695-3299-8
DOI :
10.1109/DEXA.2008.61